The lilies arrived, fragrant and pristine, a cruel splash of white against the drab November rain. No card. Just a delivery man, a crumpled receipt, and the insipid beauty of someone's anonymous gesture. She considered throwing them into the overflowing dumpster across the alley. Instead, she meticulously arranged them in her grandmother's antique crystal vase, the one her ex-boyfriend had always hated. She placed it squarely in the center of the dining table, visible from the street.

Later, she watched from her darkened living room window, sipping cold coffee. A woman paused, craning her neck to see through the glass. A smile bloomed on her face. The smile seemed to last an eternity. Then, the woman moved on, disappearing into the twilight. A low chuckle rumbled in her chest.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479